Achieving optimal wellbore stability during drilling operations is crucial for a successful and safe project. A critical factor influencing wellbore stability is drilling fluid1 the selection of appropriate drilling fluids. Drilling fluids play multiple roles, including removing cuttings from the borehole, maintaining hydrostatic pressure to preven